Behavior Informatics and Analytics: Let Behavior Talk

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dc.contributor.author Cao, L
dc.contributor.editor Bonchi, F
dc.contributor.editor Berendt, B
dc.contributor.editor Giannotti, F
dc.contributor.editor Gunopulos, D
dc.contributor.editor Turini, F
dc.contributor.editor Zaniolo, C
dc.contributor.editor Ramakrishnan, N
dc.contributor.editor Wu, X
dc.date.accessioned 2010-05-28T10:00:11Z
dc.date.issued 2008-01
dc.identifier.citation Proceedings of the 2008 IEEE International Conference on Data Mining Workshops, 2008, pp. 87 - 96
dc.identifier.isbn 978-0-7695-3503-6
dc.identifier.other E1 en_US
dc.identifier.uri http://hdl.handle.net/10453/10879
dc.description.abstract Behavior is increasingly recognized as a key component in business intelligence and problem-solving. Different from traditional behavior analysis, which mainly focus on implicit behavior and explicit business appearance as a result of business usage and customer demographics, this paper proposes the field of Behavior Informatics and Analytics (BIA), to support explicit behavior involvement through a conversion from transactional data to behavioral data, and further genuine analysis of native behavior patterns and impacts. BIA consists of key components including behavior modeling and representation, behavioral data construction, behavior impact modeling, behavior pattern analysis, and behavior presentation. BIA can greatly complement the existing means for combined, more informative and social patterns and solutions for critical problem-solving in areas such as dealing with customer-officer interaction, counterterrorism and monitoring online communities.
dc.publisher IEEE Computer Society
dc.relation.hasversion Accepted manuscript version
dc.relation.isbasedon 10.1109/ICDMW.2008.95
dc.title Behavior Informatics and Analytics: Let Behavior Talk
dc.type Conference Proceeding
dc.parent Proceedings of the 2008 IEEE International Conference on Data Mining Workshops
dc.journal.number en_US
dc.publocation Washington, DC, USA en_US
dc.identifier.startpage 87 en_US
dc.identifier.endpage 96 en_US
dc.cauo.name FEIT.School of Systems, Management and Leadership en_US
dc.conference Verified OK en_US
dc.conference IEEE International Conference on Data Mining
dc.for 0801 Artificial Intelligence and Image Processing
dc.personcode 034535
dc.percentage 100 en_US
dc.classification.name Artificial Intelligence and Image Processing en_US
dc.classification.type FOR-08 en_US
dc.edition en_US
dc.custom IEEE International Conference on Data Mining en_US
dc.date.activity 20081215 en_US
dc.date.activity 2008-12-15
dc.location.activity Pisa, Italy en_US
dc.description.keywords behavioural sciences computing competitive intelligence data handling en_US
dc.description.keywords behavioural sciences computing competitive intelligence data handling
pubs.embargo.period Not known
pubs.organisational-group /University of Technology Sydney
pubs.organisational-group /University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group /University of Technology Sydney/Strength - Quantum Computation and Intelligent Systems
utslib.copyright.status Open Access
utslib.copyright.date 2015-04-15 12:23:47.074767+10
utslib.collection.history General (ID: 2)


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